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Triangular array

Triangular array is a mathematics topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Triangular array rather than just read about it. In short: In mathematics and computing, a triangular array of numbers, polynomials, or the like, is a doubly indexed sequence in which each row is only as long as the row's own index. That is, the ith row contains only i elements.

Triangular array — main illustration
Triangular array — illustration

Key takeaways

  • Triangular array belongs to mathematics; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Triangular array to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Triangular array from memory before moving on to harder problems.

Reference excerpt

In mathematics and computing, a triangular array of numbers, polynomials, or the like, is a doubly indexed sequence in which each row is only as long as the row's own index. That is, the ith row contains only i elements.

Examples Notable particular examples include these:

The Bell triangle, whose numbers count the partitions of a set in which a given element is the largest singleton Catalan's triangle, which counts strings of matched parentheses Euler's triangle, which counts permutations with a given number of ascents Floyd's triangle, whose entries are all of the integers in order Hosoya's triangle, based on the Fibonacci numbers Lozanić's triangle, used in the mathematics of chemical compounds Narayana triangle, counting strings of balanced parentheses with a given number of distinct nestings Pascal's triangle, whose entries are the binomial coefficients Clark's triangle Triangular arrays of integers in which each row is symmetric and begins and ends with 1 are sometimes called generalized Pascal triangles; examples include Pascal's triangle, the Narayana numbers, and the triangle of Eulerian numbers.

Generalizations Triangular arrays may list mathematical values other than numbers; for instance the Bell polynomials form a triangular array in which each array entry is a polynomial. Arrays in which the length of each row grows as a linear function of the row number (rather than being equal to the row number) have also been considered.

Applications Romberg's method can be used to estimate the value of a definite integral by completing the values in a triangle of numbers. The Boustrophedon transform uses a triangular array to transform one integer sequence into another. In general, a triangular array is used to store any table indexed by two natural numbers where j ≤ i.

Indexing Storing a triangular array in a computer requires a mapping from the two-dimensional coordinates (i, j) to a linear memory address. If two triangular arrays of equal size are to be stored (such as in LU decomposition), they can be combined into a standard rectangular array. If there is only one array, or it must be easily appended to, the array may be stored where row i begins at the ith triangular number Ti. Just like a rectangular array, one multiplication is required to find the start of the row, but this multiplication is of two variables (i*(i+1)/2), so some optimizations such as using a sequence of shifts and adds are not available.

See also Triangular number, the number of entries in such an array up to some particular row

References

External links Weisstein, Eric W., "Number Triangle", MathWorld

Illustrations

Triangular array: The triangular array whose right-hand diagonal sequence consists of Bell numbers
The triangular array whose right-hand diagonal sequence consists of Bell numbers

Worked examples

Example 1 — a first encounter with Triangular array

Start with the simplest possible case. Write down what Triangular array claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In mathematics, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Triangular array before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Triangular array ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Triangular array

In research
Triangular array appears in mathematics research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Triangular array in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Triangular array is common in secondary-school and first-year university syllabi. It links to neighbouring topics Triangles of numbers, so understanding it makes those chapters shorter.
In everyday life
Look for Triangular array outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.
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How to study Triangular array in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Triangular array means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Triangular array out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Triangular array in simple terms?

In mathematics and computing, a triangular array of numbers, polynomials, or the like, is a doubly indexed sequence in which each row is only as long as the row's own index. That is, the ith row contains only i elements.

Why does Triangular array matter?

Because it connects several mathematics ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Triangular array?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Triangular array.

Tags

  • Triangles of numbers

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